FlexNets@SIGCOMM

Publications

2021

FlexNets '21: Proceedings of the 4th FlexNets Workshop on Flexible Networks Artificial Intelligence Supported Network Flexibility and Agility, Virtual Event, USA, 23 August 2021 FlexNets@SIGCOMM (2021)
Amin Shahraki, Mahmoud Abbasi, Amir Taherkordi, Mohammed Kaosar
Internet Traffic Classification Using an Ensemble of Deep Convolutional Neural Networks. FlexNets@SIGCOMM (2021)
Bingzhe Liu, Kuan-Yen Chou, Pramod Jamkhedkar, Bilal Anwer, Rakesh K. Sinha, Kostas N. Oikonomou, Matthew Caesar, Brighten Godfrey
Practical Automation for Management Planes of Service Provider Infrastructure. FlexNets@SIGCOMM (2021)
Aashish Gottipati, Alex Stewart, Jiawen Song, Qianlang Chen
FedRAN: Federated Mobile Edge Computing with Differential Privacy. FlexNets@SIGCOMM (2021)
Selim Ickin
Recommending Changes on QoE Factors with Conditional Variational AutoEncoder. FlexNets@SIGCOMM (2021)
Raouf Boutaba, Nashid Shahriar, Mohammad A. Salahuddin, Shihabur Rahman Chowdhury, Niloy Saha, Alexander James
AI-driven Closed-loop Automation in 5G and beyond Mobile Networks. FlexNets@SIGCOMM (2021)
Piotr Fröhlich, Erol Gelenbe, Mateusz Nowak
Reinforcement Learning and Energy-Aware Routing. FlexNets@SIGCOMM (2021)
Hannes Larsson, Hassam Riaz, Selim Ickin
Automated Collaborator Selection for Federated Learning with Multi-armed Bandit Agents. FlexNets@SIGCOMM (2021)
Boyang Zhou, Liang Cheng
Mitigation of Scheduling Violations in Time-Sensitive Networking using Deep Deterministic Policy Gradient. FlexNets@SIGCOMM (2021)
Kevin Dugan, Maher Harb, Daniel Rice
A Reinforcement Learning Framework for Optimizing Throughput in DOCSIS Networks. FlexNets@SIGCOMM (2021)